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The group scored their first worldwide hit with "Where Is the Love?" in 2003, which topped over ten charts worldwide. Another single was the European hit "Shut Up". Their next album, Monkey Business was also a worldwide hit, certified 4× Platinum in the U.S., and spawning two hit singles, "My Humps" and "Don't Phunk with My Heart".

In 2009, the group became one of only 11 artists to have ever simultaneously held the #1 and #2 spots on the Billboard Hot 100, with their singles "Boom Boom Pow" and "I Gotta Feeling", with the next single "Meet Me Halfway" achieving similar success, from the album The E.N.D. Combined, these three singles also topped the chart for an unprecedented 30 consecutive weeks in 2009. The album later produced a third Hot 100 number-one placement with "Imma Be", making the group one of few to ever place three number one singles on the chart from the same album before being followed with "Rock That Body" which managed to peak in the Top 10 of Hot 100. "I Gotta Feeling" has become the first single to sell more than 1 million downloads in the United Kingdom.

Before becoming part of the Black Eyed Peas, will.i.am and apl.de.ap were in a group called Atban Klann, signed to Eazy E's Ruthless Records. The Black Eyed Peas were ranked 12th on the Billboard's Decade-End Chart Artist of the Decade, and 7th in the Hot 100 Artists of the Decade. The group has been nominated for "Most Popular International Artist" in the ARIA Music Awards.

In November 2010, they released their album The Beginning. The first single of the album was "The Time (Dirty Bit)". The song topped the charts in many countries. In February 2011, the group performed at the Super Bowl XLV halftime show. The album's second single was "Just Can't Get Enough" and it was released in February 2011. The music video was filmed in Japan one week before the 2011 Tōhoku earthquake and tsunami. The song was dedicated to Japanese friends.